Hi Tom,
Simply uninstalling/reinstalling doesn't solve registry-related or template-related problems, as both remain in place even after uninstalling. Similarly, errors caused by 3rd-party apps or corrupt files won't be cured by that approach.
For a complete Office 2013 removal, see:
http://support.microsoft.com/kb/2739501